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KnowledgeForge Turns ITSM Tickets Into Knowledge

KnowledgeForge Turns ITSM Tickets Into Knowledge

KnowledgeForge converts resolved ITSM incident tickets into new knowledge base articles and continuously curates existing content. Its multi-tenant, closed-loop pipeline uses Amazon Bedrock, Amazon S3 Vectors, and AWS Step Functions for deduplication, quality scoring, and content improvement.

AWS Machine Learning BlogOfficial1d ago#itsm#knowledge-base#closed-loop
Scale Agentic AI Without Lock-In

Scale Agentic AI Without Lock-In

AWS outlines enterprise patterns for operating many agentic AI systems across diverse frameworks, models, and providers. The guidance focuses on preserving flexibility and enabling multi-agent systems to scale together without vendor lock-in.

AWS Machine Learning BlogOfficial9h ago#agentic-ai#multi-agent#vendor-lock-in
Build Agents Where Data Lives

Build Agents Where Data Lives

AWS presents its portfolio of vector search capabilities embedded in existing databases and storage services, eliminating the need for a standalone vector database or data migration. The post compares six purpose-built services and provides a framework for selecting the right vector engine.

AWS Machine Learning BlogOfficial10h ago#vector-search#rag#databases
Claude Enters Protein Design

Claude Enters Protein Design

Claude is expanding into protein design, adding a scientific research capability to its existing AI portfolio. The update suggests potential use in computational biology and biotech workflows, though the article excerpt does not provide implementation or benchmark details.

The NeuronMedia16h ago#protein-design#scientific-ai
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